trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.664228354400000053914254749543,2.6862131609999999604099230055,-65,-78.8342206180095672607421875,-51,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.02216410089999998334064912342,2.459363318399999887020612732158,10,10,10,2
2,1762283853,2,a28e717f-f68a-4c8a-82d9-3224f84d12b6,1762283855,1762283861,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='hallo' --int_param_two='10' --nr_results=2,0,,runnervmxu1zt,10,10,10,hallo,2_0,COMPLETED,SAASBO,1.460554632200000035879838833353,2.429454387299999851279608265031,10,10,10,hallo
3,1762283939,2,a28e717f-f68a-4c8a-82d9-3224f84d12b6,1762283941,1762283947,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='1' --int_param_two='10' --nr_results=2,0,,runnervmxu1zt,10,10,10,1,3_0,COMPLETED,SAASBO,1.288959298123699914739859195834,2.112946910874109907041429323726,10,10,10,1
========================================================================
Current git-hash: 2e5c172cbac14454096b68e170be6f9a7efa7a5a (last fully tested stable version 2 commits ago [7a7a36b0d71c0f21242cd3e193c84e6375482517, 9069])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 19:16:20] ax.service.utils.with_db_settings_base: Ax currently requires a sqlalchemy version below 2.0. This will be addressed in a future release. Disabling SQL storage in Ax for now, if you would like to use SQL storage please install Ax with mysql extras via `pip install ax-platform[mysql]`.
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: 6b72c5a5-7547-444a-940e-c31ee74c2bfc
_________________________________________________
/ \
| OmniOpt2 - Tuning so deep, even Lovecraft would b |
| e scared! |
\ /
=================================================
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omniopt --continue runs/multi_results_2_results_SAASBO/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/1
Continuation from runs/multi_results_2_results_SAASBO/0
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_SAASBO&run_nr=159 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SAASBO for 4 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=2
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ rangeparameter │ -100 │ 10 │ │ int │ No │
│ float_param │ rangeparameter │ -100 │ 10 │ │ float │ No │
│ choice_param │ choiceparameter │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ rangeparameter │ -100 │ 10 │ │ int │ No │
└───────────────┴─────────────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1 │ min │
│ RESULT2 │ min │
└─────────────┴─────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a
matplotlib-sixel-plot for RESULT1/RESULT2.
Pareto-Front for RESULT1/RESULT2:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT1 ┃ RESULT2 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 1 │ 10 │ 10 │ 10 │ 2 │ 1.0221641009 │ 2.4593633184 │
├─────────────┼───────────┼─────────────┼───────────────┼──────────────┼─────────────────┼──────────────────┤
│ 3 │ 10 │ 10 │ 10 │ 1 │ 1.2889592981237 │ 2.11294691087411 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴─────────────────┴──────────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time ┃ Max time ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ 6.00 sec │ 6.00 sec │ 6.00 sec │ 6.00 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-04 19:16:26 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, Started OmniOpt2 run...
2025-11-04 19:17:33 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, getting new HP set (no sbatch)
2025-11-04 19:17:33 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, requested 1 jobs, got 1, 67.78 s/job
2025-11-04 19:17:33 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, eval #1/1 start
2025-11-04 19:17:33 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, starting new job
2025-11-04 19:17:34 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, started new job
2025-11-04 19:17:43 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, new result: RESULT1: 1.460555, RESULT2: 2.429454
2025-11-04 19:17:47 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, 3 done, finishing jobs, finished 1 job
2025-11-04 19:18:59 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, 3 done, getting new HP set (no sbatch)
2025-11-04 19:18:59 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, 3 done, requested 1 jobs, got 1, 72.11 s/job
2025-11-04 19:18:59 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, 3 done, eval #1/1 start
2025-11-04 19:18:59 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, 3 done, starting new job
2025-11-04 19:18:59 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, 3 done, started new job
2025-11-04 19:19:08 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, 3 done, new result: RESULT1: 1.288959, RESULT2: 2.112947
2025-11-04 19:19:14 (a28e717f-f68a-4c8a-82d9-3224f84d12b6): SAASBO, 4 done, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1762283780,752.703125,28.8
1762283853,793.01171875,46.8
1762283939,802.640625,43.3
